{"id":"W4384282694","doi":"10.1186/s12894-023-01287-6","title":"Chronic prednisone, metformin, and nonsteroidal anti-inflammatory drug use and clinical outcome in a cohort of bladder cancer patients undergoing radical cystectomy in Québec, Canada","year":2023,"lang":"en","type":"article","venue":"BMC Urology","topic":"Metabolism, Diabetes, and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Canadian Institutes of Health Research; McGill University Health Centre; Ministère de la Santé et des Services sociaux; McGill University","keywords":"Medicine; Cystectomy; Internal medicine; Bladder cancer; Prednisone; Metformin; Retrospective cohort study; Concomitant; Hazard ratio; Cohort; Proportional hazards model; Comorbidity; Cancer; Discontinuation; Surgery; Confidence interval","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004789661,0.0003065387,0.0003638217,0.0008199731,0.001818721,0.000891491,0.000713317,0.000395296,0.001860947],"category_scores_gemma":[0.001233884,0.0002364481,0.0005141214,0.002426743,0.0004900636,0.000298019,0.0005191866,0.0005798341,0.0001732689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01182175,"about_ca_system_score_gemma":0.01350198,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9765463,"about_ca_topic_score_gemma":0.9822763,"domain_scores_codex":[0.9994988,0.00003588073,0.00003634418,0.0001147692,0.0001342111,0.0001799456],"domain_scores_gemma":[0.9985915,0.0000844559,0.0004636042,0.00005576293,0.0004567576,0.0003480145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000381629,0.00001005958,0.9986253,0.00001217009,0.00003293194,0.00003378739,0.0000678638,0.00002878765,0.00006870974,0.00001237827,0.00034295,0.0007269255],"study_design_scores_gemma":[0.000007063353,0.00002033397,0.9990423,0.00001895955,0.00002880173,0.00006236506,0.0002181811,0.0001526213,0.00001989241,0.000008492699,0.0004163251,0.00000455498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920816,0.00141387,0.0001104867,0.000336516,0.00001690275,0.00003957481,0.004741881,0.00001020313,0.001248954],"genre_scores_gemma":[0.9977616,0.0003581479,0.00009129989,0.0001097067,0.000007479843,0.00001201383,0.001289928,0.000002175799,0.0003675577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02345371,"threshold_uncertainty_score":0.08577317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0134158794008678,"score_gpt":0.2652836932594975,"score_spread":0.2518678138586297,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}